Pricing

Pay per usage

LinkedIn Posts Scraper (No Cookies)

Extract post content, author details, engagement metrics, media, and comments from public LinkedIn posts. No login or cookies required. Perfect for brand monitoring, content analysis, and competitor research.

Pricing

Pay per usage

Rating

0.0

(0)

Developer

Or Broski

Actor stats

Bookmarked

Total users

Monthly active users

a day ago

Last modified

Categories

Lead generation

Social media

Jobs

You can access the LinkedIn Posts Scraper (No Cookies) programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {
9    "postUrls": [{ "url": "https://www.linkedin.com/posts/username_post-id" }],
10    "profileUrls": [{ "url": "https://www.linkedin.com/in/williamhgates/" }],
11    "proxyConfiguration": {
12        "useApifyProxy": True,
13        "apifyProxyGroups": ["RESIDENTIAL"],
14    },
15}
16
17# Run the Actor and wait for it to finish
18run = client.actor("peach_junior/linkedin-posts-scraper").call(run_input=run_input)
19
20# Fetch and print Actor results from the run's dataset (if there are any)
21print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
22for item in client.dataset(run["defaultDatasetId"]).iterate_items():
23    print(item)
24
25# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

LinkedIn Posts Scraper (No Cookies) API in Python

The Apify API client for Python is the official library that allows you to use LinkedIn Posts Scraper (No Cookies) API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

LinkedIn Posts Scraper (No Cookies) API in JavaScript

LinkedIn Posts Scraper (No Cookies) API through CLI

LinkedIn Posts Scraper (No Cookies) OpenAPI definition

LinkedIn Posts Scraper (No Cookies) API

LinkedIn Profile Posts Scraper (No Cookies)

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Linkedin Post Search Scraper (No Cookies)

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Search LinkedIn Posts with advanced filters by target profiles or companies. No cookies or account required.

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LinkedIn Company Posts Scraper (No Cookies)

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Extract posts from LinkedIn companies including content, media, engagement, reactions, comments and more. No cookies or account required. Concurrency + fast response times make mass scraping fast ⚡

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LinkedIn Post Reactions Scraper (No Cookies) ✅ (No Cookies)

harvestapi/linkedin-post-reactions

Extract reactions of LinkedIn posts or comments, such as likes, appreciations, etc. No cookies or account required.

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LinkedIn Post Comments Scraper (No Cookies) ✅ (No Cookies)

harvestapi/linkedin-post-comments

Extract LinkedIn post comments or comment replies in bulk, as well as comment social activities such as the number of likes and reactions. No cookies or account required

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Linkedin Post Reactions Scraper (No Cookie)

datadoping/linkedin-post-reactions-scraper-no-cookie

For $1.2 per 1000 reactions. Scraper Likes, Praise, Empathy, Appreciation and Interest of any Linkedin Post using URL or URN. Note: Freemium users are limited to scrape only 4 posts and 100 reactions per run (12 posts in total)

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Linkedin Posts Search Scraper (No Cookie)

datadoping/linkedin-posts-search-scraper

For just $1.2 per 1,000 posts, scrape LinkedIn posts of a keyword and extract full content, engagement stats, and author details using their profile URL. Note: If you're on free tier you can only scrape 4 profile and 100 posts per profile per run (12 profiles in total)

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Linkedin Profile Posts Scraper (No Cookie)

datadoping/linkedin-profile-posts-scraper

For just $1.2 per 1,000 posts, scrape LinkedIn posts of a profile and extract full content, engagement stats, and author details using their profile URL. Note: If you're on free tier you can only scrape 4 profile and 100 posts per profile per run (12 profiles in total)

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Linkedin Post Comments Scraper (No Cookie)

datadoping/linkedin-post-comments-scraper

For just $1.2 per 1,000 comments. Scrape all LinkedIn post related data including comments, stats, reactions, replies and media attachments Note: If you're on free tier you can only scrape 4 posts and 100 comments per post per run (12 posts in total)

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LinkedIn Company Posts Scraper – No Cookies

datadoping/linkedin-company-posts-scraper

For just $1.2 per 1,000 posts, scrape LinkedIn posts of a company and extract full content, engagement stats, and author details using their profile URL. Note: If you're on free tier you can only scrape 4 companies and 100 posts per company per run (12 companies in total)

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LinkedIn Company Posts Scraper [NO COOKIES] ✅

unseenuser/Company-Posts

Scrape a LinkedIn company's all recent posts in one run. Get full post text, engagement, and posting cadence. No login, no cookies. Built for ABM, competitive intel, and content strategy teams.